Cover Image

Tracking the Unstable: Appearance-Guided Motion Modeling for Robust Multi-Object Tracking in UAV-Captured Videos

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ma, Jianbo, Luo, Hui, Chen, Qi, Qi, Yuankai, Sun, Yumei, Beheshti, Amin, Zhang, Jianlin, Yang, Ming-Hsuan
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

STCMOT: Spatio-Temporal Cohesion Learning for UAV-Based Multiple Object Tracking
by: Ma, Jianbo, et al.
Published: (2024)

Occlusion-Aware SORT: Observing Occlusion for Robust Multi-Object Tracking
by: Li, Chunjiang, et al.
Published: (2026)

SAMOFT: Robust Multi-Object Tracking via Region and Flow
by: Wang, Yanchao, et al.
Published: (2026)

Layer-Guided UAV Tracking: Enhancing Efficiency and Occlusion Robustness
by: Zhou, Yang, et al.
Published: (2026)

DiffusionTrack: Diffusion Model For Multi-Object Tracking
by: Luo, Run, et al.
Published: (2023)

A Topology-Aware Spatiotemporal Handover Framework for Continuous Multi-UAV Tracking
by: Ye, Jianlin, et al.
Published: (2026)

Adapter-Enhanced Semantic Prompting for Continual Learning
by: Yin, Baocai, et al.
Published: (2024)

Event-based Motion & Appearance Fusion for 6D Object Pose Tracking
by: Li, Zhichao, et al.
Published: (2026)

RETTA: Retrieval-Enhanced Test-Time Adaptation for Zero-Shot Video Captioning
by: Ma, Yunchuan, et al.
Published: (2024)

Learning Appearance and Motion Cues for Panoptic Tracking
by: Hurtado, Juana Valeria, et al.
Published: (2025)

MotionTrack: Learning Motion Predictor for Multiple Object Tracking
by: Xiao, Changcheng, et al.
Published: (2023)

Motion-Aware Transformer for Multi-Object Tracking
by: Yang, Xu, et al.
Published: (2025)

StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing
by: Cong, Gaoxiang, et al.
Published: (2024)

View-Centric Multi-Object Tracking with Homographic Matching in Moving UAV
by: Ji, Deyi, et al.
Published: (2024)

SDVPT: Semantic-Driven Visual Prompt Tuning for Open-World Object Counting
by: Zhao, Yiming, et al.
Published: (2025)

Enhanced Kalman with Adaptive Appearance Motion SORT for Grounded Generic Multiple Object Tracking
by: Anh, Duy Le Dinh, et al.
Published: (2024)

Multimodal Visual Surrogate Compression for Alzheimer's Disease Classification
by: Ding, Dexuan, et al.
Published: (2026)

Breaking Smooth-Motion Assumptions: A UAV Benchmark for Multi-Object Tracking in Complex and Adverse Conditions
by: Ye, Jingtao, et al.
Published: (2026)

UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation
by: Yi, Kefu, et al.
Published: (2023)

SpikeMOT: Event-based Multi-Object Tracking with Sparse Motion Features
by: Wang, Song, et al.
Published: (2023)

Robust and Generalized Humanoid Motion Tracking
by: Ma, Yubiao, et al.
Published: (2026)

AerialMind: Towards Referring Multi-Object Tracking in UAV Scenarios
by: Chen, Chenglizhao, et al.
Published: (2025)

VariabilityTrack:Multi-Object Tracking with Variable Speed Object Movement
by: Luo, Run, et al.
Published: (2022)

MVTrajecter: Multi-View Pedestrian Tracking with Trajectory Motion Cost and Trajectory Appearance Cost
by: Yamane, Taiga, et al.
Published: (2025)

PlugTrack: Multi-Perceptive Motion Analysis for Adaptive Fusion in Multi-Object Tracking
by: Kim, Seungjae, et al.
Published: (2025)

Ego-Motion Aware Target Prediction Module for Robust Multi-Object Tracking
by: Mahdian, Navid, et al.
Published: (2024)

TP-GMOT: Tracking Generic Multiple Object by Textual Prompt with Motion-Appearance Cost (MAC) SORT
by: Anh, Duy Le Dinh, et al.
Published: (2024)

S.T.A.R.-Track: Latent Motion Models for End-to-End 3D Object Tracking with Adaptive Spatio-Temporal Appearance Representations
by: Doll, Simon, et al.
Published: (2023)

VSE-MOT: Multi-Object Tracking in Low-Quality Video Scenes Guided by Visual Semantic Enhancement
by: Du, Jun, et al.
Published: (2025)

1st Place Solution for MOSE Track in CVPR 2024 PVUW Workshop: Complex Video Object Segmentation
by: Miao, Deshui, et al.
Published: (2024)

Multi-Granularity Language-Guided Training for Multi-Object Tracking
by: Li, Yuhao, et al.
Published: (2024)

Retrospective Matching Network‐Based One‐Shot Multi‐Object Tracking Method for UAV
by: Hui Zhao, et al.
Published: (2025)

DMTrack: Deformable State-Space Modeling for UAV Multi-Object Tracking with Kalman Fusion and Uncertainty-Aware Association
by: Fu, Zenghuang, et al.
Published: (2025)

MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving
by: Wang, Xiyang, et al.
Published: (2024)

View Transformation Robustness for Multi-View 3D Object Reconstruction with Reconstruction Error-Guided View Selection
by: Zhang, Qi, et al.
Published: (2024)

Omnidirectional Multi-Object Tracking
by: Luo, Kai, et al.
Published: (2025)

Learning Motion Blur Robust Vision Transformers for Real-Time UAV Tracking
by: Wu, You, et al.
Published: (2024)

HybridTrack: A Hybrid Approach for Robust Multi-Object Tracking
by: Di Bella, Leandro, et al.
Published: (2025)

The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning
by: Tian, Mingkai, et al.
Published: (2025)

MM-Tracker: Motion Mamba with Margin Loss for UAV-platform Multiple Object Tracking
by: Yao, Mufeng, et al.
Published: (2024)